Angelo Porrello

Position at AImageLab:

Postdoctoral Fellow
Dipartimento d'Ingegneria "Enzo Ferrari", Modena Italy

Email:

angelo_DOT_porrello_AT_unimore_DOT_it

Angelo Porrello

Research Projects

Research Activities

Publications

1	Bonicelli, Lorenzo; Porrello, Angelo; Vincenzi, Stefano; Ippoliti, Carla; Iapaolo, Federica; Conte, Annamaria; Calderara, Simone "Spotting Virus from Satellites: Modeling the Circulation of West Nile Virus Through Graph Neural Networks" IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, pp. 1 -1 , 2023 \| DOI: 10.1109/TGRS.2023.3293270 Journal
2	Bontempo, Gianpaolo; Porrello, Angelo; Bolelli, Federico; Calderara, Simone; Ficarra, Elisa "DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs" Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, Vancouver, 2023-10-08, 2023 Conference
3	Bontempo, Gianpaolo; Lumetti, Luca; Porrello, Angelo; Bolelli, Federico; Calderara, Simone; Ficarra, Elisa "Buffer-MIL: Robust Multi-instance Learning with a Buffer-based Approach" Image Analysis and Processing – ICIAP 2023, Udine, Italy, pp. 1 -12 , Sep 11-15, 2023 Conference
4	Monti, A.; Porrello, A.; Calderara, S.; Coscia, P.; Ballan, L.; Cucchiara, R. "How many Observations are Enough? Knowledge Distillation for Trajectory Forecasting" PROCEEDINGS IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, vol. 2022-June, New Orleans USA, pp. 6543 -6552 , 19/06/2022, 2022 \| DOI: 10.1109/CVPR52688.2022.00644 Conference
5	Bonicelli, Lorenzo; Boschini, Matteo; Porrello, Angelo; Spampinato, Concetto; Calderara, Simone "On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning" Advances in Neural Information Processing Systems 35 (NeurIPS 2022), New Orleans, 28 Nov 2022 - 09 Dec 2022, 2022 Conference
6	Boschini, Matteo; Bonicelli, Lorenzo; Buzzega, Pietro; Porrello, Angelo; Calderara, Simone "Class-Incremental Continual Learning into the eXtended DER-verse" IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, pp. 1 -16 , 2022 \| DOI: 10.1109/TPAMI.2022.3206549 Journal
7	Boschini, Matteo; Bonicelli, Lorenzo; Porrello, Angelo; Bellitto, Giovanni; Pennisi, Matteo; Palazzo, Simone; Spampinato, Concetto; Calderara, Simone "Transfer without Forgetting" Proceedings of the 17th European Conference on Computer Vision, Tel Aviv, Israel, 23-27 Oct, 2022, 2022 Conference
8	Boschini, Matteo; Buzzega, Pietro; Bonicelli, Lorenzo; Porrello, Angelo; Calderara, Simone "Continual semi-supervised learning through contrastive interpolation consistency" PATTERN RECOGNITION LETTERS, vol. 162, pp. 9 -14 , 2022 \| DOI: 10.1016/j.patrec.2022.08.006 Journal
9	Porrello, Angelo "Sfruttare e Trasferire conoscenza a priori nelle Architetture di Deep Learning" 2022 Other
10	Trachtman, A. R.; Bergamini, L.; Palazzi, A.; Porrello, A.; Capobianco Dondona, A.; Del Negro, E.; Paolini, A.; Vignola, G.; Calderara, S.; Marruchella, G. "Scoring pleurisy in slaughtered pigs using convolutional neural networks" VETERINARY RESEARCH, vol. 51, pp. 51 -61 , 2020 \| DOI: 10.1186/s13567-020-00775-z Journal
11	Candeloro, L.; Ippoliti, C.; Iapaolo, F.; Monaco, F.; Morelli, D.; Cuccu, R.; Fronte, P.; Calderara, S.; Vincenzi, S.; Porrello, A.; D'Alterio, N.; Calistri, P.; Conte, A. "Predicting WNV circulation in Italy using earth observation data and extreme gradient boosting model" REMOTE SENSING, vol. 12, pp. 3064 -3083 , 2020 \| DOI: 10.3390/RS12183064 Journal
12	Vincenzi, Stefano; Porrello, Angelo; Buzzega, Pietro; Cipriano, Marco; Fronte, Pietro; Cuccu, Roberto; Ippoliti, Carla; Conte, Annamaria; Calderara, Simone "The color out of space: learning self-supervised representations for Earth Observation imagery" Proceedings of the 25th International Conference on Pattern Recognition, Milan, Italy, pp. 3034 -3041 , 10-15 January 2021, 2020 \| DOI: 10.1109/ICPR48806.2021.9413112 Conference
13	Porrello, Angelo; Bergamini, Luca; Calderara, Simone "Robust Re-Identification by Multiple Views Knowledge Distillation" Proceedings of the 16th European Conference on Computer Vision (ECCV) 2020, vol. 12355, Glasgow, Scotland, UK, pp. 93 -110 , August 23–28, 2020, 2020 \| DOI: 10.1007/978-3-030-58607-2_6 Conference
14	Buzzega, Pietro; Boschini, Matteo; Porrello, Angelo; Calderara, Simone "Rethinking Experience Replay: a Bag of Tricks for Continual Learning" Proceedings of the 25th International Conference on Pattern Recognition, Milan, Italy, pp. 2180 -2187 , 10-15 January 2021, 2020 \| DOI: 10.1109/ICPR48806.2021.9412614 Conference
15	Buzzega, Pietro; Boschini, Matteo; Porrello, Angelo; Abati, Davide; Calderara, Simone "Dark Experience for General Continual Learning: a Strong, Simple Baseline" Advances in Neural Information Processing Systems 33 (NIPS 2020), Vancouver, Canada, 6-12 December 2020, 2020 Conference
16	Porrello, Angelo; Abati, Davide; Calderara, Simone; Cucchiara, Rita "Classifying Signals on Irregular Domains via Convolutional Cluster Pooling" Volume 89: International Conference on Artificial Intelligence and Statistics (AISTATS) 2019, Naha,Okinawa, Japan., Naha, Okinawa, Japan, Tuesday, 16 April 2019, 2019 Conference
17	Vincenzi, Stefano; Porrello, Angelo; Buzzega, Pietro; Conte, Annamaria; Ippoliti, Carla; Candeloro, Luca; Di Lorenzo, Alessio; Capobianco Dondona, Andrea; Calderara, Simone "Spotting Insects from Satellites: Modeling the Presence of Culicoides Imicola Through Deep CNNs" 2019 15th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), Sorrento, Italy, Italy, pp. 159 -166 , 26-29 Nov. 2019, 2019 \| DOI: 10.1109/SITIS.2019.00036 Conference
18	Giuseppe, Marrucchella; Bergamini, Luca; Porrello, Angelo; Del Negro, Ercole; Capobianco Dondona, Andrea; Di Tondo, Francesco; Calderara, Simone "METODO DI VALUTAZIONE DI UNO STATO DI SALUTE DI UN ELEMENTO ANATOMICO, RELATIVO DISPOSITIVO DI VALUTAZIONE E RELATIVO SISTEMA DI VALUTAZIONE" 2019 Patent
19	Abati, Davide; Porrello, Angelo; Calderara, Simone; Cucchiara, Rita "Latent Space Autoregression for Novelty Detection" Proceedings of the International Conference on Computer Vision and Pattern Recognition (CVPR 2019), Long Beach, CA, pp. 481 -490 , 16-20 June 2019, 2019 \| DOI: 10.1109/CVPR.2019.00057 Conference
20	Bergamini, Luca; Porrello, Angelo; Andrea Capobianco Dondona, ; Ercole Del Negro, ; Mauro, Mattioli; Nicola, D’Alterio; Calderara, Simone "Multi-views Embedding for Cattle Re-identification" The 14th International Conference on SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS, Las Palmas de Gran Canaria, Spain, pp. 184 -191 , 26-29 November 2018, 2018 \| DOI: 10.1109/SITIS.2018.00036 Conference